Artificial intelligence : (Record no. 1891)
[ view plain ]
| 000 -LEADER | |
|---|---|
| fixed length control field | 03240cam a2200337 i 4500 |
| 001 - CONTROL NUMBER | |
| control field | 001891 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | MIUC |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20211111105352.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 211111t20182018flua b 000 0 eng |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9780367571641 |
| Qualifying information | (pbk) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781138502383 |
| Qualifying information | (hbk) |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | DLC |
| Language of cataloging | eng |
| Transcribing agency | DLC |
| Description conventions | rda |
| Modifying agency | DLC |
| -- | MIUC |
| 082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.3 |
| Edition number | 23 |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Neapolitan, Richard E. |
| Relator term | author |
| 9 (RLIN) | 5469 |
| 952 ## - Items | |
| Itemnumber | 12240 |
| 245 10 - TITLE STATEMENT | |
| Title | Artificial intelligence : |
| Remainder of title | with an introduction to machine learning / |
| Statement of responsibility, etc. | Richard E. Neapolitan, Xia Jiang. |
| 250 ## - EDITION STATEMENT | |
| Edition statement | Second edition. |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Place of production, publication, distribution, manufacture | Boca Raton : |
| Name of producer, publisher, distributor, manufacturer | CRC Press, Taylor & Francis Group, |
| Date of production, publication, distribution, manufacture, or copyright notice | [2018]. |
| 264 #4 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Date of production, publication, distribution, manufacture, or copyright notice | ©2018 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xiii, 466 pages : |
| Other physical details | illustrations ; |
| Dimensions | 27 cm. |
| 336 ## - CONTENT TYPE | |
| Content type term | text |
| Content type code | txt |
| Source | rdacontent |
| 337 ## - MEDIA TYPE | |
| Media type term | unmediated |
| Media type code | n |
| Source | rdamedia |
| 338 ## - CARRIER TYPE | |
| Carrier type term | volume |
| Carrier type code | nc |
| Source | rdacarrier |
| 490 0# - SERIES STATEMENT | |
| Series statement | Chapman & Hall/CRC artificial intelligence and robotics series |
| 500 ## - GENERAL NOTE | |
| General note | "A Chapman & Hall book." |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc. note | Includes bibliographical references (pages 437-457) and index. |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 1. Introduction to Artificial Intelligence -- <br/>Part 1. Logical Intelligence -- <br/>2. Propositional Logic -- <br/>3. First-Order Logic -- <br/>4. Certain Knowledge Representation -- <br/>5. Learning Deterministic Models -- <br/>Part 2. Probabilistic Intelligence -- <br/>6. Probability -- <br/>7. Uncertain Knowledge Representation -- <br/>8. Advanced Properties of Bayesian Network -- <br/>9. Decision Analysis -- <br/>10. Learning Probabilistic Model Parameters -- <br/>11. Learning Probabilistic Model Structure -- <br/>12. Unsupervised Learning and Reinforcement Learning -- <br/>Part 3. Emergent Intelligence -- <br/>13. Evolutionary Computation -- <br/>14. Swarm Intelligence -- <br/>Part 4: Neural Intelligence -- <br/>15. Neural Networks and Deep Learning -- <br/>Part 5. Language Understanding -- <br/>16. Natural Language Understanding. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | The first edition of this popular textbook, Contemporary Artificial Intelligence, provided an accessible and student friendly introduction to AI. This fully revised and expanded update, Artificial Intelligence: With an Introduction to Machine Learning, Second Edition, retains the same accessibility and problem-solving approach, while providing new material and methods.<br/><br/>The book is divided into five sections that focus on the most useful techniques that have emerged from AI. The first section of the book covers logic-based methods, while the second section focuses on probability-based methods. Emergent intelligence is featured in the third section and explores evolutionary computation and methods based on swarm intelligence. The newest section comes next and provides a detailed overview of neural networks and deep learning. The final section of the book focuses on natural language understanding.<br/><br/>Suitable for undergraduate and beginning graduate students, this class-tested textbook provides students and other readers with key AI methods and algorithms for solving challenging problems involving systems that behave intelligently in specialized domains such as medical and software diagnostics, financial decision making, speech and text recognition, genetic analysis, and more. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Artificial intelligence |
| 9 (RLIN) | 2114 |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Jiang, Xia, |
| Dates associated with a name | 1967- |
| Relator term | author |
| 9 (RLIN) | 5470 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Koha item type | Books |
| 952 ## - Items | |
| -- | 2256 |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Home library | Current library | Shelving location | Date acquired | Source of acquisition | Cost, normal purchase price | Total Checkouts | Full call number | Date last seen | Cost, replacement price | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | Marbella International University Centre | Marbella International University Centre | Library | 09/11/2021 | 1 | 46.49 | 006.3 NEA art | 09/11/2021 | 46.49 | 09/11/2021 | Books |